Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-13 0.969890 1.164615 1.408931 1.746171 2.213663 2.862407 3.878473
2025-04-20 0.741106 0.975930 1.316806 1.881519 2.875904 4.770899 9.487720
2025-04-27 0.608263 0.849279 1.234622 1.963345 3.523970 7.572115 26.042652
2025-05-04 0.512074 0.742886 1.136747 1.955972 4.004539 11.086020 85.733767
2025-05-11 0.437737 0.651573 1.033116 1.882834 4.278276 14.992297 444.046551
2025-05-18 0.394738 0.603075 0.992321 1.925159 4.944186 24.100586 NaN
2025-05-25 0.365499 0.572475 0.976889 2.020871 5.951808 46.250817 NaN
2025-06-01 0.334549 0.533106 0.933475 2.024544 6.650671 83.943526 NaN
2025-06-08 0.303798 0.489483 0.871616 1.951161 6.926441 135.896956 NaN
2025-06-15 0.287715 0.471798 0.863274 2.036999 8.300706 522.020968 NaN
2025-06-22 0.269438 0.447234 0.834122 2.044820 9.280773 3687.921371 NaN
2025-06-29 0.250160 0.418381 0.789729 1.983957 9.685621 586844.838340 NaN
2025-07-06 0.233701 0.394021 0.753431 1.944255 10.320797 NaN NaN
2025-07-13 0.227945 0.391280 0.770396 2.116172 13.889348 NaN NaN
2025-07-20 0.219553 0.381897 0.768614 2.216459 17.502846 NaN NaN
2025-07-27 0.208274 0.365030 0.744053 2.208367 19.649532 NaN NaN
2025-08-03 0.195665 0.344095 0.705414 2.121492 19.990941 NaN NaN
2025-08-10 0.188393 0.334361 0.696257 2.171855 24.229071 NaN NaN
2025-08-17 0.183391 0.329211 0.699124 2.286002 32.517206 NaN NaN
2025-08-24 0.175951 0.317812 0.682212 2.290393 37.895610 NaN NaN
2025-08-31 0.166954 0.302135 0.650725 2.202828 38.311623 NaN NaN
2025-09-07 0.162981 0.297803 0.652396 2.305282 53.130101 NaN NaN
2025-09-14 0.157270 0.288921 0.639045 2.314635 64.039010 NaN NaN